Shi Pu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 76

Top Topics

Machine Learning

Visual Tracking

Stochastic Gradient

Top Venues

IEEE Trans. Autom. Control.

Publications

Zhuoqing Song, Lei Shi, Shi Pu, Ming Yan
Optimal gradient tracking for decentralized optimization. Math. Program. 207 (1) (2024)
Zhuoqing Song, Lei Shi, Shi Pu, Ming Yan
Provably Accelerated Decentralized Gradient Methods Over Unbalanced Directed Graphs. SIAM J. Optim. 34 (1) (2024)
Lingyun Zhang, Bin Jin, Gaojian Ge, Lunhui Liu, Xuewen Shen, Mingyong Wu, Houqian Zhang, Yongneng Jiang, Shiqi Chen, Shi Pu
HARE: HumAn pRiors, a key to small language model Efficiency. CoRR (2024)
Ziyu Wang, Shi Pu, Songpan Hong, Xingyu Huang, Chen Wang
A Semi-Loop Seawater Tube Antenna Solution for 2.4 GHz Wi-Fi Router. ICC Workshops (2024)
Yu Shi, Shi Pu, Hongmei Peng, Jing Zhang, Yang Li, Xia Huang, Caiping Song, Yu Luo
Impact of mobile application and outpatient follow-up on renal endpoints and physiological indices in patients with chronic kidney disease: a retrospective cohort study in Southwest China. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Kun Huang, Shi Pu, Angelia Nedic
An Accelerated Distributed Stochastic Gradient Method with Momentum. CoRR (2024)
Kun Huang, Xiao Li, Shi Pu
Distributed Stochastic Optimization under a General Variance Condition. CoRR (2023)
Qiqi Xu, Guanhua Chen, Lan Shuai, Shi Pu, Hai Liu, Tianyong Hao
A Positive-Negative Dual-View Model for Knowledge Tracing. NCAA (2) (2023)
Kun Huang, Shi Pu
Improving the Transient Times for Distributed Stochastic Gradient Methods. IEEE Trans. Autom. Control. 68 (7) (2023)
Bo Wang, Kaili Zhao, Hongyang Zhao, Shi Pu, Bo Xiao, Jun Guo
Video Attribute Prototype Network: A New Perspective for Zero-Shot Video Classification. ICCV (Workshops) (2023)
Yiwei Liao, Zhuorui Li, Shi Pu
A Linearly Convergent Robust Compressed Push-Pull Method for Decentralized Optimization. CDC (2023)
Pravin Chopade, Shi Pu, Michelle LaMar, Christopher Kurzum
Task-Based Workplace English: An Adaptive Multimodal Tutoring System. AIED (Posters/Late Breaking Results/...) (2023)
Fan Bao, Shen Nie, Kaiwen Xue, Chongxuan Li, Shi Pu, Yaole Wang, Gang Yue, Yue Cao, Hang Su, Jun Zhu
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale. ICML (2023)
Shengfang Zhai, Yinpeng Dong, Qingni Shen, Shi Pu, Yuejian Fang, Hang Su
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning. CoRR (2023)
Shengfang Zhai, Yinpeng Dong, Qingni Shen, Shi Pu, Yuejian Fang, Hang Su
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning. ACM Multimedia (2023)
Yijie Zhou, Shi Pu
Private and Accurate Decentralized Optimization via Encrypted and Structured Functional Perturbation. IEEE Control. Syst. Lett. 7 (2023)
Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
Distributed Random Reshuffling Over Networks. IEEE Trans. Signal Process. 71 (2023)
Kun Huang, Linli Zhou, Shi Pu
Distributed Random Reshuffling Methods with Improved Convergence. CoRR (2023)
Fan Bao, Shen Nie, Kaiwen Xue, Chongxuan Li, Shi Pu, Yaole Wang, Gang Yue, Yue Cao, Hang Su, Jun Zhu
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale. CoRR (2023)
Kun Huang, Shi Pu
CEDAS: A Compressed Decentralized Stochastic Gradient Method with Improved Convergence. CoRR (2023)
Yiwei Liao, Zhuorui Li, Kun Huang, Shi Pu
A Compressed Gradient Tracking Method for Decentralized Optimization With Linear Convergence. IEEE Trans. Autom. Control. 67 (10) (2022)
Shi Pu, Kaili Zhao, Mao Zheng
Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification. CoRR (2022)
Xin-Li Sheng, Yang Li, Shi Pu, Qun Wang
Lorentz Transformation in Maxwell Equations for Slowly Moving Media. Symmetry 14 (8) (2022)
Yue Zhao, Yang Chuan, Shi Pu, Xuwen Han, Shiyu Xia, Yanqi Xie
Intelligent rush repair of unmanned distribution network based on deep reinforcement learning. MSN (2022)
Shi Pu, Kaili Zhao, Mao Zheng
Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification. CVPR (2022)
Shi Pu, Lee Becker
Self-attention in Knowledge Tracing: Why It Works. AIED (1) (2022)
Shi Pu, Alex Olshevsky, Ioannis Ch. Paschalidis
A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent. IEEE Trans. Autom. Control. 67 (11) (2022)
Shi Pu, Lee Becker, Misaki Kato
Automatic Identification of Non-native English Speaker's Phoneme Mispronunciation Tendencies. AIED (2) (2022)
Zhuoqing Song, Lei Shi, Shi Pu, Ming Yan
Compressed Gradient Tracking for Decentralized Optimization Over General Directed Networks. IEEE Trans. Signal Process. 70 (2022)
Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang
Learning Recurrent Memory Activation Networks for Visual Tracking. IEEE Trans. Image Process. 30 (2021)
Weidong Zhao, Shi Pu
Collaboration prediction in heterogeneous academic network with dynamic structure and topic. Knowl. Inf. Syst. 63 (8) (2021)
Shu-Dong Lin, Shi Pu, Chen Wang, Hai-Yang Ren
Compact Design of Annular-Microstrip-Fed mmW Antenna Arrays. Sensors 21 (11) (2021)
Enes Ugur, Chi Xu, Fei Yang, Shi Pu, Bilal Akin
A New Complete Condition Monitoring Method for SiC Power MOSFETs. IEEE Trans. Ind. Electron. 68 (2) (2021)
Thanh Thieu, Ha Do, Thanh Duong, Shi Pu, Sathyanarayanan N. Aakur, Saad Khan
LexDivPara: A Measure of Paraphrase Quality with Integrated Sentential Lexical Complexity. IntelliSys (3) (2021)
Zhuoqing Song, Lei Shi, Shi Pu, Ming Yan
Provably Accelerated Decentralized Gradient Method Over Unbalanced Directed Graphs. CoRR (2021)
Geoffrey A. Converse, Shi Pu, Suely Oliveira
Incorporating Item Response Theory into Knowledge Tracing. AIED (2) (2021)
Kun Huang, Shi Pu
Improving the Transient Times for Distributed Stochastic Gradient Methods. CoRR (2021)
Shuhang Bie, Shi Pu
Array Design of 300 GHz Dual-Band Microstrip Antenna Based on Dual-Surfaced Multiple Split-Ring Resonators. Sensors 21 (14) (2021)
Zhuoqing Song, Lei Shi, Shi Pu, Ming Yan
Compressed Gradient Tracking for Decentralized Optimization Over General Directed Networks. CoRR (2021)
Shi Pu, Geoffrey A. Converse, Yuchi Huang
Deep Performance Factors Analysis for Knowledge Tracing. AIED (1) (2021)
Shi Pu, Angelia Nedic
Distributed stochastic gradient tracking methods. Math. Program. 187 (1) (2021)
Zhuorui Li, Yiwei Liao, Kun Huang, Shi Pu
Compressed Gradient Tracking for Decentralized Optimization with Linear Convergence. CoRR (2021)
Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic
Push-Pull Gradient Methods for Distributed Optimization in Networks. IEEE Trans. Autom. Control. 66 (1) (2021)
Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
Distributed Random Reshuffling over Networks. CoRR (2021)
Shi Pu, Enes Ugur, Fei Yang, Bilal Akin
In situ Degradation Monitoring of SiC MOSFET Based on Switching Transient Measurement. IEEE Trans. Ind. Electron. 67 (6) (2020)
Shi Pu, Michael Yudelson, Lu Ou, Yuchi Huang
Deep Knowledge Tracing with Transformers. AIED (2) (2020)
Shi Pu, José Joaquín Escudero Garzás, Alfredo Garcia, Shahin Shahrampour
An Online Mechanism for Resource Allocation in Networks. IEEE Trans. Control. Netw. Syst. 7 (3) (2020)
Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan
A General Framework for Decentralized Optimization With First-Order Methods. Proc. IEEE 108 (11) (2020)
Shi Pu, Alex Olshevsky, Ioannis Ch. Paschalidis
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning: Examining Distributed and Centralized Stochastic Gradient Descent. IEEE Signal Process. Mag. 37 (3) (2020)
Jin Feng, Peng Xu, Shi Pu, Kaili Zhao, Honggang Zhang
Robust visual tracking by embedding combination and weighted-gradient optimization. Pattern Recognit. 104 (2020)
Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan
A general framework for decentralized optimization with first-order methods. CoRR (2020)
Xingkai Yu, Shi Pu, Jianxun Li
An Optimal Filter for Singular Systems With Stochastic Multiplicative Disturbance. IEEE Trans. Circuits Syst. (12) (2020)
Shi Pu
A Robust Gradient Tracking Method for Distributed Optimization over Directed Networks. CDC (2020)
Shi Pu
A Robust Gradient Tracking Method for Distributed Optimization over Directed Networks. CoRR (2020)
Weidong Zhao, Shi Pu, Danni Jiang
A human resource allocation method for business processes using team faultlines. Appl. Intell. 50 (9) (2020)
Shi Pu, Yijiang He, Zheng Li, Mao Zheng
Multimodal Topic Learning for Video Recommendation. CoRR (2020)
Jin Feng, Shi Pu, Kaili Zhao, Honggang Zhang, Tianming Du
Enhanced Initialization with Multi-Stage Learning for Robust Visual Tracking. VCIP (2019)
Alex Olshevsky, Ioannis Ch. Paschalidis, Shi Pu
A Non-Asymptotic Analysis of Network Independence for Distributed Stochastic Gradient Descent. CoRR (2019)
Shi Pu, Kaili Zhao, Honggang Zhang
Learning Objectness Transfer Networks for Visual Tracking. IEEE Access 7 (2019)
Alex Olshevsky, Ioannis Ch. Paschalidis, Shi Pu
Asymptotic Network Independence in Distributed Optimization for Machine Learning. CoRR (2019)
Yu Yan, Simon Hooper, Shi Pu
Gamification and Student Engagement with a Curriculum-based Measurement System. Int. J. Learn. Anal. Artif. Intell. Educ. 1 (1) (2019)
Shi Pu, Angelia Nedic
Distributed Stochastic Gradient Tracking Methods. CoRR (2018)
Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic
A Push-Pull Gradient Method for Distributed Optimization in Networks. CDC (2018)
Shi Pu, Alfredo Garcia
Swarming for Faster Convergence in Stochastic Optimization. SIAM J. Control. Optim. 56 (4) (2018)
Shi Pu, Angelia Nedic
A Distributed Stochastic Gradient Tracking Method. CDC (2018)
Shi Pu, Alfredo Garcia
Swarming for Faster Convergence in Stochastic Optimization. CoRR (2018)
Ian Pytlarz, Shi Pu, Monal Patel, Rajini Prabhu
What can we learn from college students' network transactions? Constructing useful features for student success prediction. EDM (2018)
Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang
Deep Attentive Tracking via Reciprocative Learning. NeurIPS (2018)
Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic
Push-Pull Gradient Methods for Distributed Optimization in Networks. CoRR (2018)
Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang
Deep Attentive Tracking via Reciprocative Learning. CoRR (2018)
Shi Pu, Alfredo Garcia
Erratum: Swarming for Faster Convergence in Stochastic Optimization. SIAM J. Control. Optim. 56 (6) (2018)
Shi Pu, Wei Shi, Jinming Xu, Angelia Nedich
A Push-Pull Gradient Method for Distributed Optimization in Networks. CoRR (2018)
Shi Pu, Alfredo Garcia
A Flocking-Based Approach for Distributed Stochastic Optimization. Oper. Res. 66 (1) (2018)
Shi Pu, Angelia Nedic
A Distributed Stochastic Gradient Tracking Method. CoRR (2018)
Shi Pu, Alfredo Garcia, Zongli Lin
Noise Reduction by Swarming in Social Foraging. IEEE Trans. Autom. Control. 61 (12) (2016)
Shi Pu, Honggang Zhang, Kaili Zhao
Structure and appearance preserving network flow for multi-object tracking. ICPR (2016)
Shi Pu, Hon Tat Hui
An efficient wireless power transmission system by employing 3 × 3 stacked coil antenna arrays. RFID-TA (2015)
Joyce Sakata, Mengdi Zhang, Shi Pu, Jianqi Xing, Kritika Versha
Beam: a mobile application to improve happiness and mental health. CHI Extended Abstracts (2014)
Shi Pu, Hon Tat Hui
Improvement of power gain for efficient wireless power transmission by using 2Tx×2Rx coil array. ISIE (2013)
Shi Pu, Jyh-Charn Liu
EAGL: An Elliptic Curve Arithmetic GPU-Based Library for Bilinear Pairing. Pairing (2013)
Shi Pu, Jyh-Charn Liu
Computing Privacy-Preserving Edit Distance and Smith-Waterman Problems on the GPU Architecture. IACR Cryptol. ePrint Arch. 2013 (2013)
Hao Wang, Shi Pu, Gabe Knezek, Jyh-Charn Liu
MIN-MAX: A Counter-Based Algorithm for Regular Expression Matching. IEEE Trans. Parallel Distributed Syst. 24 (1) (2013)
John M. Pecarina, Shi Pu, Jyh-Charn Liu
SAPPHIRE: Anonymity for enhanced control and private collaboration in healthcare clouds. CloudCom (2012)
Shi Pu, Pu Duan, Jyh-Charn Liu
Fastplay-A Parallelization Model and Implementation of SMC on CUDA based GPU Cluster Architecture. IACR Cryptol. ePrint Arch. 2011 (2011)
Hao Wang, Shi Pu, Gabriel Knezek, Jyh-Charn Liu
A modular NFA architecture for regular expression matching. FPGA (2010)
Shi Pu, George Vosselman
Building Facade Reconstruction by Fusing Terrestrial Laser Points and Images. Sensors 9 (6) (2009)
Shi Pu, Bo Lang
An Intrusion Detection Method Based on System Call Temporal Serial Analysis. ICIC (1) (2007)